Concepedia

Qi Cai

QC

15

Publications

437

Citations

11

H-Index

2013

Active since

Affiliations

Princeton University(Current)

Management Sciences (United States)

Shanghai University of Engineering Science

Northwestern University

Qi Cai is an author at Princeton University specializing in engineering, machine learning, and robot learning.

Top concepts

EngineeringRobot LearningMachine LearningArtificial IntelligenceComputer ScienceDeep LearningValue Function ApproximationManagementGame TheoryDecision Theory

Publications per year

2013–2024

15

Publications

15

Neural Policy Gradient Methods: Global Optimality and Rates of Convergence

Lingxiao Wang, Qi Cai, Zhuoran Yang et al. · arXiv (Cornell University) · 2019 · 91 citations · Full text

Artificial Intelligence, Model Optimization, Engineering +13

Provably Efficient Exploration in Policy Optimization

Qi Cai, Zhuoran Yang, Chi Jin et al. · 2020 · 86 citations

Artificial Intelligence, Engineering, Machine Learning +16

Neural proximal/trust region policy optimization attains globally optimal policy

Boyi Liu, Qi Cai, Zhuoran Yang et al. · neural information processing systems · 2019 · 60 citations

Artificial Intelligence, Engineering, Machine Learning +12

Neural Trust Region/Proximal Policy Optimization Attains Globally Optimal Policy

Boyi Liu, Qi Cai, Zhuoran Yang et al. · Neural Information Processing Systems · 2019 · 52 citations

Artificial Intelligence, Cognitive Science, Engineering +13

Neural Policy Gradient Methods: Global Optimality and Rates of\n Convergence

Lingxiao Wang, Qi Cai, Zhuoran Yang et al. · arXiv (Cornell University) · 2019 · 19 citations · Full text

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